Overview

Dataset info

Number of variables58
Number of observations601
Missing cells12925 (37.1%)
Duplicate rows0 (0.0%)
Total size in memory1.6 MiB
Average record size in memory2.8 KiB

Variables types

CAT58

Reproduction info

Date of analysis2021-08-06 03:52:42.206486
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

1 has 575 (95.7%) missing values Missing
12 has 45 (7.5%) missing values Missing
13 has 9 (1.5%) missing values Missing
15 has 219 (36.4%) missing values Missing
16 has 227 (37.8%) missing values Missing
17 has 219 (36.4%) missing values Missing
18 has 219 (36.4%) missing values Missing
19 has 262 (43.6%) missing values Missing
20 has 221 (36.8%) missing values Missing
21 has 219 (36.4%) missing values Missing
22 has 227 (37.8%) missing values Missing
23 has 229 (38.1%) missing values Missing
24 has 263 (43.8%) missing values Missing
25 has 220 (36.6%) missing values Missing
26 has 230 (38.3%) missing values Missing
27 has 220 (36.6%) missing values Missing
28 has 272 (45.3%) missing values Missing
31 has 287 (47.8%) missing values Missing
32 has 275 (45.8%) missing values Missing
33 has 289 (48.1%) missing values Missing
34 has 275 (45.8%) missing values Missing
35 has 290 (48.3%) missing values Missing
37 has 276 (45.9%) missing values Missing
38 has 278 (46.3%) missing values Missing
39 has 302 (50.2%) missing values Missing
40 has 302 (50.2%) missing values Missing
41 has 298 (49.6%) missing values Missing
42 has 283 (47.1%) missing values Missing
43 has 299 (49.8%) missing values Missing
44 has 281 (46.8%) missing values Missing
45 has 327 (54.4%) missing values Missing
46 has 558 (92.8%) missing values Missing
48 has 558 (92.8%) missing values Missing
49 has 69 (11.5%) missing values Missing
5 has 22 (3.7%) missing values Missing
50 has 69 (11.5%) missing values Missing
51 has 289 (48.1%) missing values Missing
52 has 289 (48.1%) missing values Missing
53 has 293 (48.8%) missing values Missing
64 has 374 (62.2%) missing values Missing
65 has 289 (48.1%) missing values Missing
66 has 298 (49.6%) missing values Missing
67 has 359 (59.7%) missing values Missing
68 has 359 (59.7%) missing values Missing
69 has 402 (66.9%) missing values Missing
78 has 367 (61.1%) missing values Missing
79 has 375 (62.4%) missing values Missing
df_index has a high cardinality: 601 distinct values Warning

Variables

1
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing575
Missing (%)95.7%
Memory size4.8 KiB
+
10
s
9
-
4
w
3
ValueCountFrequency (%) 
+ 10 1.7%
 
s 9 1.5%
 
- 4 0.7%
 
w 3 0.5%
 
(Missing) 575 95.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.913477537
Min length1
Scatter

10
Categorical

Distinct count6
Unique (%)1.0%
Missing2
Missing (%)0.3%
Memory size4.8 KiB
-
310
+
245
+w
 
24
w
 
12
c
 
8
ValueCountFrequency (%) 
- 310 51.6%
 
+ 245 40.8%
 
+w 24 4.0%
 
w 12 2.0%
 
c 8 1.3%
 
(Missing) 2 0.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.046589018
Min length1
Scatter

11
Categorical

Distinct count6
Unique (%)1.0%
Missing3
Missing (%)0.5%
Memory size4.8 KiB
+
383
-
189
-+
 
21
+w
 
4
w
 
1
ValueCountFrequency (%) 
+ 383 63.7%
 
- 189 31.4%
 
-+ 21 3.5%
 
+w 4 0.7%
 
w 1 0.2%
 
(Missing) 3 0.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.051580699
Min length1
Scatter

12
Categorical

MISSING
Distinct count6
Unique (%)1.0%
Missing45
Missing (%)7.5%
Memory size4.8 KiB
-
473
+
 
32
w
 
28
-c
 
21
+w
 
2
ValueCountFrequency (%) 
- 473 78.7%
 
+ 32 5.3%
 
w 28 4.7%
 
-c 21 3.5%
 
+w 2 0.3%
 
(Missing) 45 7.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.188019967
Min length1
Scatter

13
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing9
Missing (%)1.5%
Memory size4.8 KiB
-
502
+
 
40
-c
 
23
c
 
15
w
 
9
ValueCountFrequency (%) 
- 502 83.5%
 
+ 40 6.7%
 
-c 23 3.8%
 
c 15 2.5%
 
w 9 1.5%
 
+w 3 0.5%
 
(Missing) 9 1.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.073211314
Min length1
Scatter

14
Categorical

Distinct count6
Unique (%)1.0%
Missing1
Missing (%)0.2%
Memory size4.8 KiB
+
479
-
111
w
 
5
+w
 
3
-+
 
2
ValueCountFrequency (%) 
+ 479 79.7%
 
- 111 18.5%
 
w 5 0.8%
 
+w 3 0.5%
 
-+ 2 0.3%
 
(Missing) 1 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.011647255
Min length1
Scatter

15
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing219
Missing (%)36.4%
Memory size4.8 KiB
-
195
+
169
w
 
10
c
 
8
ValueCountFrequency (%) 
- 195 32.4%
 
+ 169 28.1%
 
w 10 1.7%
 
c 8 1.3%
 
(Missing) 219 36.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.728785358
Min length1
Scatter

16
Categorical

MISSING
Distinct count8
Unique (%)1.3%
Missing227
Missing (%)37.8%
Memory size4.8 KiB
-
213
+
95
w
 
32
-+
 
24
c
 
7
Other values (2)
 
3
ValueCountFrequency (%) 
- 213 35.4%
 
+ 95 15.8%
 
w 32 5.3%
 
-+ 24 4.0%
 
c 7 1.2%
 
+w 2 0.3%
 
d 1 0.2%
 
(Missing) 227 37.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.798668885
Min length1
Scatter

17
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing219
Missing (%)36.4%
Memory size4.8 KiB
-
245
+
95
+w
 
25
w
 
14
-+
 
2
ValueCountFrequency (%) 
- 245 40.8%
 
+ 95 15.8%
 
+w 25 4.2%
 
w 14 2.3%
 
-+ 2 0.3%
 
-w 1 0.2%
 
(Missing) 219 36.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.775374376
Min length1
Scatter

18
Categorical

MISSING
Distinct count6
Unique (%)1.0%
Missing219
Missing (%)36.4%
Memory size4.8 KiB
-
268
+
85
-c
 
23
w
 
5
c
 
1
ValueCountFrequency (%) 
- 268 44.6%
 
+ 85 14.1%
 
-c 23 3.8%
 
w 5 0.8%
 
c 1 0.2%
 
(Missing) 219 36.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.767054908
Min length1
Scatter

19
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing262
Missing (%)43.6%
Memory size4.8 KiB
-
230
+
101
d
 
7
-+
 
1
ValueCountFrequency (%) 
- 230 38.3%
 
+ 101 16.8%
 
d 7 1.2%
 
-+ 1 0.2%
 
(Missing) 262 43.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.873544093
Min length1
Scatter

2
Categorical

Distinct count8
Unique (%)1.3%
Missing1
Missing (%)0.2%
Memory size4.8 KiB
+
415
-
154
-c
 
16
w
 
10
+w
 
3
Other values (2)
 
2
ValueCountFrequency (%) 
+ 415 69.1%
 
- 154 25.6%
 
-c 16 2.7%
 
w 10 1.7%
 
+w 3 0.5%
 
-w 1 0.2%
 
-+ 1 0.2%
 
(Missing) 1 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.038269551
Min length1
Scatter

20
Categorical

MISSING
Distinct count6
Unique (%)1.0%
Missing221
Missing (%)36.8%
Memory size4.8 KiB
+
226
-
123
-c
 
16
w
 
12
+w
 
3
ValueCountFrequency (%) 
+ 226 37.6%
 
- 123 20.5%
 
-c 16 2.7%
 
w 12 2.0%
 
+w 3 0.5%
 
(Missing) 221 36.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.767054908
Min length1
Scatter

21
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing219
Missing (%)36.4%
Memory size4.8 KiB
-
278
+
86
c
 
7
w
 
6
+w
 
3
ValueCountFrequency (%) 
- 278 46.3%
 
+ 86 14.3%
 
c 7 1.2%
 
w 6 1.0%
 
+w 3 0.5%
 
-+ 2 0.3%
 
(Missing) 219 36.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.737104825
Min length1
Scatter

22
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing227
Missing (%)37.8%
Memory size4.8 KiB
+
219
-
132
+w
 
21
w
 
2
ValueCountFrequency (%) 
+ 219 36.4%
 
- 132 22.0%
 
+w 21 3.5%
 
w 2 0.3%
 
(Missing) 227 37.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.790349418
Min length1
Scatter

23
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing229
Missing (%)38.1%
Memory size4.8 KiB
-
223
+
99
w
 
25
+w
 
21
-+
 
3
ValueCountFrequency (%) 
- 223 37.1%
 
+ 99 16.5%
 
w 25 4.2%
 
+w 21 3.5%
 
-+ 3 0.5%
 
-c 1 0.2%
 
(Missing) 229 38.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.803660566
Min length1
Scatter

24
Categorical

MISSING
Distinct count8
Unique (%)1.3%
Missing263
Missing (%)43.8%
Memory size4.8 KiB
+
197
-
106
-+
 
21
c
 
7
+w
 
5
Other values (2)
 
2
ValueCountFrequency (%) 
+ 197 32.8%
 
- 106 17.6%
 
-+ 21 3.5%
 
c 7 1.2%
 
+w 5 0.8%
 
-c 1 0.2%
 
w 1 0.2%
 
(Missing) 263 43.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.920133111
Min length1
Scatter

25
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing220
Missing (%)36.6%
Memory size4.8 KiB
+
227
-
110
-+
 
24
-c
 
15
+w
 
3
ValueCountFrequency (%) 
+ 227 37.8%
 
- 110 18.3%
 
-+ 24 4.0%
 
-c 15 2.5%
 
+w 3 0.5%
 
w 2 0.3%
 
(Missing) 220 36.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.801996672
Min length1
Scatter

26
Categorical

MISSING
Distinct count7
Unique (%)1.2%
Missing230
Missing (%)38.3%
Memory size4.8 KiB
-
183
+
170
w
 
12
+w
 
3
-+
 
2
ValueCountFrequency (%) 
- 183 30.4%
 
+ 170 28.3%
 
w 12 2.0%
 
+w 3 0.5%
 
-+ 2 0.3%
 
d 1 0.2%
 
(Missing) 230 38.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.773710483
Min length1
Scatter

27
Categorical

MISSING
Distinct count6
Unique (%)1.0%
Missing220
Missing (%)36.6%
Memory size4.8 KiB
+
258
-
101
w
 
16
+w
 
5
-+
 
1
ValueCountFrequency (%) 
+ 258 42.9%
 
- 101 16.8%
 
w 16 2.7%
 
+w 5 0.8%
 
-+ 1 0.2%
 
(Missing) 220 36.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.742096506
Min length1
Scatter

28
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing272
Missing (%)45.3%
Memory size4.8 KiB
+
215
-
94
w
 
19
-+
 
1
ValueCountFrequency (%) 
+ 215 35.8%
 
- 94 15.6%
 
w 19 3.2%
 
-+ 1 0.2%
 
(Missing) 272 45.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.906821963
Min length1
Scatter

3
Categorical

Distinct count6
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
+
404
-
169
-c
 
16
w
 
7
+w
 
3
ValueCountFrequency (%) 
+ 404 67.2%
 
- 169 28.1%
 
-c 16 2.7%
 
w 7 1.2%
 
+w 3 0.5%
 
-+ 2 0.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.034941764
Min length1
Scatter

31
Categorical

MISSING
Distinct count5
Unique (%)0.8%
Missing287
Missing (%)47.8%
Memory size4.8 KiB
-
184
+
117
w
 
12
-+
 
1
ValueCountFrequency (%) 
- 184 30.6%
 
+ 117 19.5%
 
w 12 2.0%
 
-+ 1 0.2%
 
(Missing) 287 47.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.956738769
Min length1
Scatter

32
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing275
Missing (%)45.8%
Memory size4.8 KiB
+
280
-
 
43
w
 
3
ValueCountFrequency (%) 
+ 280 46.6%
 
- 43 7.2%
 
w 3 0.5%
 
(Missing) 275 45.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.915141431
Min length1
Scatter

33
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing289
Missing (%)48.1%
Memory size4.8 KiB
+
217
-
90
w
 
5
ValueCountFrequency (%) 
+ 217 36.1%
 
- 90 15.0%
 
w 5 0.8%
 
(Missing) 289 48.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.961730449
Min length1
Scatter

34
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing275
Missing (%)45.8%
Memory size4.8 KiB
-
255
+
64
w
 
7
ValueCountFrequency (%) 
- 255 42.4%
 
+ 64 10.6%
 
w 7 1.2%
 
(Missing) 275 45.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.915141431
Min length1
Scatter

35
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing290
Missing (%)48.3%
Memory size4.8 KiB
-
264
+
 
34
w
 
13
ValueCountFrequency (%) 
- 264 43.9%
 
+ 34 5.7%
 
w 13 2.2%
 
(Missing) 290 48.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.965058236
Min length1
Scatter

37
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing276
Missing (%)45.9%
Memory size4.8 KiB
-
240
+
74
w
 
11
ValueCountFrequency (%) 
- 240 39.9%
 
+ 74 12.3%
 
w 11 1.8%
 
(Missing) 276 45.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.918469218
Min length1
Scatter

38
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing278
Missing (%)46.3%
Memory size4.8 KiB
-
169
+
150
+w
 
4
ValueCountFrequency (%) 
- 169 28.1%
 
+ 150 25.0%
 
+w 4 0.7%
 
(Missing) 278 46.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.931780366
Min length1
Scatter

39
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing302
Missing (%)50.2%
Memory size4.8 KiB
-
290
+
 
7
w
 
2
ValueCountFrequency (%) 
- 290 48.3%
 
+ 7 1.2%
 
w 2 0.3%
 
(Missing) 302 50.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.004991681
Min length1
Scatter

4
Categorical

Distinct count5
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
+
391
-
183
+w
 
21
w
 
4
-+
 
2
ValueCountFrequency (%) 
+ 391 65.1%
 
- 183 30.4%
 
+w 21 3.5%
 
w 4 0.7%
 
-+ 2 0.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.038269551
Min length1
Scatter

40
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing302
Missing (%)50.2%
Memory size4.8 KiB
-
235
+
57
w
 
7
ValueCountFrequency (%) 
- 235 39.1%
 
+ 57 9.5%
 
w 7 1.2%
 
(Missing) 302 50.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.004991681
Min length1
Scatter

41
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing298
Missing (%)49.6%
Memory size4.8 KiB
-
295
+
 
5
+w
 
3
ValueCountFrequency (%) 
- 295 49.1%
 
+ 5 0.8%
 
+w 3 0.5%
 
(Missing) 298 49.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.996672213
Min length1
Scatter

42
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing283
Missing (%)47.1%
Memory size4.8 KiB
-
181
+
118
w
 
19
ValueCountFrequency (%) 
- 181 30.1%
 
+ 118 19.6%
 
w 19 3.2%
 
(Missing) 283 47.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.941763727
Min length1
Scatter

43
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing299
Missing (%)49.8%
Memory size4.8 KiB
+
210
-
86
w
 
6
ValueCountFrequency (%) 
+ 210 34.9%
 
- 86 14.3%
 
w 6 1.0%
 
(Missing) 299 49.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.995008319
Min length1
Scatter

44
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing281
Missing (%)46.8%
Memory size4.8 KiB
-
166
+
154
ValueCountFrequency (%) 
- 166 27.6%
 
+ 154 25.6%
 
(Missing) 281 46.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.935108153
Min length1
Scatter

45
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing327
Missing (%)54.4%
Memory size4.8 KiB
+
256
-
 
18
ValueCountFrequency (%) 
+ 256 42.6%
 
- 18 3.0%
 
(Missing) 327 54.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.088186356
Min length1
Scatter

46
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing558
Missing (%)92.8%
Memory size4.8 KiB
+
41
-
 
2
ValueCountFrequency (%) 
+ 41 6.8%
 
- 2 0.3%
 
(Missing) 558 92.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.856905158
Min length1
Scatter

48
Categorical

MISSING
Distinct count2
Unique (%)0.3%
Missing558
Missing (%)92.8%
Memory size4.8 KiB
-
43
ValueCountFrequency (%) 
- 43 7.2%
 
(Missing) 558 92.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.856905158
Min length1
Scatter

49
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing69
Missing (%)11.5%
Memory size4.8 KiB
-
471
+
 
60
w
 
1
ValueCountFrequency (%) 
- 471 78.4%
 
+ 60 10.0%
 
w 1 0.2%
 
(Missing) 69 11.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.229617304
Min length1
Scatter

5
Categorical

MISSING
Distinct count6
Unique (%)1.0%
Missing22
Missing (%)3.7%
Memory size4.8 KiB
+
404
-
163
c
 
7
w
 
4
-+
 
1
ValueCountFrequency (%) 
+ 404 67.2%
 
- 163 27.1%
 
c 7 1.2%
 
w 4 0.7%
 
-+ 1 0.2%
 
(Missing) 22 3.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.074875208
Min length1
Scatter

50
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing69
Missing (%)11.5%
Memory size4.8 KiB
-
480
+
 
52
ValueCountFrequency (%) 
- 480 79.9%
 
+ 52 8.7%
 
(Missing) 69 11.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.229617304
Min length1
Scatter

51
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing289
Missing (%)48.1%
Memory size4.8 KiB
+
304
-
 
8
ValueCountFrequency (%) 
+ 304 50.6%
 
- 8 1.3%
 
(Missing) 289 48.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.961730449
Min length1
Scatter

52
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing289
Missing (%)48.1%
Memory size4.8 KiB
+
301
-
 
11
ValueCountFrequency (%) 
+ 301 50.1%
 
- 11 1.8%
 
(Missing) 289 48.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.961730449
Min length1
Scatter

53
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing293
Missing (%)48.8%
Memory size4.8 KiB
-
208
+
100
ValueCountFrequency (%) 
- 208 34.6%
 
+ 100 16.6%
 
(Missing) 293 48.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.975041597
Min length1
Scatter

6
Categorical

Distinct count7
Unique (%)1.2%
Missing1
Missing (%)0.2%
Memory size4.8 KiB
+
458
-
117
w
 
11
c
 
8
+w
 
5
ValueCountFrequency (%) 
+ 458 76.2%
 
- 117 19.5%
 
w 11 1.8%
 
c 8 1.3%
 
+w 5 0.8%
 
-+ 1 0.2%
 
(Missing) 1 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.013311148
Min length1
Scatter

64
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing374
Missing (%)62.2%
Memory size4.8 KiB
-
218
+
 
9
ValueCountFrequency (%) 
- 218 36.3%
 
+ 9 1.5%
 
(Missing) 374 62.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.244592346
Min length1
Scatter

65
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing289
Missing (%)48.1%
Memory size4.8 KiB
-
217
+
95
ValueCountFrequency (%) 
- 217 36.1%
 
+ 95 15.8%
 
(Missing) 289 48.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.961730449
Min length1
Scatter

66
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing298
Missing (%)49.6%
Memory size4.8 KiB
-
225
+
78
ValueCountFrequency (%) 
- 225 37.4%
 
+ 78 13.0%
 
(Missing) 298 49.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.991680532
Min length1
Scatter

67
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing359
Missing (%)59.7%
Memory size4.8 KiB
-
130
+
112
ValueCountFrequency (%) 
- 130 21.6%
 
+ 112 18.6%
 
(Missing) 359 59.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.194675541
Min length1
Scatter

68
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing359
Missing (%)59.7%
Memory size4.8 KiB
-
132
+
109
w
 
1
ValueCountFrequency (%) 
- 132 22.0%
 
+ 109 18.1%
 
w 1 0.2%
 
(Missing) 359 59.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.194675541
Min length1
Scatter

69
Categorical

MISSING
Distinct count4
Unique (%)0.7%
Missing402
Missing (%)66.9%
Memory size4.8 KiB
+
176
-
 
14
w
 
9
ValueCountFrequency (%) 
+ 176 29.3%
 
- 14 2.3%
 
w 9 1.5%
 
(Missing) 402 66.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.337770383
Min length1
Scatter

7
Categorical

Distinct count5
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
+
385
-
191
-+
 
21
+w
 
3
w
 
1
ValueCountFrequency (%) 
+ 385 64.1%
 
- 191 31.8%
 
-+ 21 3.5%
 
+w 3 0.5%
 
w 1 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.039933444
Min length1
Scatter

78
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing367
Missing (%)61.1%
Memory size4.8 KiB
-
140
+
94
ValueCountFrequency (%) 
- 140 23.3%
 
+ 94 15.6%
 
(Missing) 367 61.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.221297837
Min length1
Scatter

79
Categorical

MISSING
Distinct count3
Unique (%)0.5%
Missing375
Missing (%)62.4%
Memory size4.8 KiB
-
162
+
64
ValueCountFrequency (%) 
- 162 27.0%
 
+ 64 10.6%
 
(Missing) 375 62.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.247920133
Min length1
Scatter

8
Categorical

Distinct count5
Unique (%)0.8%
Missing3
Missing (%)0.5%
Memory size4.8 KiB
-
543
+
 
50
w
 
3
-+
 
2
ValueCountFrequency (%) 
- 543 90.3%
 
+ 50 8.3%
 
w 3 0.5%
 
-+ 2 0.3%
 
(Missing) 3 0.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.013311148
Min length1
Scatter

9
Categorical

Distinct count7
Unique (%)1.2%
Missing6
Missing (%)1.0%
Memory size4.8 KiB
-
375
+
171
w
 
25
+w
 
21
-+
 
2
ValueCountFrequency (%) 
- 375 62.4%
 
+ 171 28.5%
 
w 25 4.2%
 
+w 21 3.5%
 
-+ 2 0.3%
 
-c 1 0.2%
 
(Missing) 6 1.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length1.059900166
Min length1
Scatter

df_index
Categorical

UNIQUE
HIGH CARDINALITY
Distinct count601
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size4.8 KiB
UFT.2015(L)7576
 
1
UFT.2014(L)6593
 
1
UFT.2014(L)6828
 
1
UFT.2014(L)6615
 
1
UFT.2015(L)7793
 
1
Other values (596)
596
ValueCountFrequency (%) 
UFT.2015(L)7576 1 0.2%
 
UFT.2014(L)6593 1 0.2%
 
UFT.2014(L)6828 1 0.2%
 
UFT.2014(L)6615 1 0.2%
 
UFT.2015(L)7793 1 0.2%
 
UFT.2014(L)7809 1 0.2%
 
UFT.2015(L)8565 1 0.2%
 
UFT.2014(L)6895 1 0.2%
 
UFT.2014(L)7844 1 0.2%
 
UFT.2014(L)7587 1 0.2%
 
Other values (591) 591 98.3%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length16
Mean length15
Min length14
Scatter

Correlations

Missing values

Sample

First rows

110111213141516171819220212223242526272833132333435373839440414243444546484955051525366465666768697787989df_index
0NaN------------------+----------------+NaNNaN---++------++-NaNNaN--UFT.2014(L)6515
1NaN-+--+NaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN-+-NaNNaNNaN+NaNNaNNaNNaNNaNNaN+NaNNaN--UFT.2014(L)6536
2NaN++--+NaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN-+-NaNNaNNaN+NaNNaNNaNNaNNaNNaN+NaNNaN-+UFT.2014(L)6539
3NaN+++-++++++++-+-+++++--++--++-+---+-+NaNNaN-+-++-+----+++NaNNaN-+UFT.2014(L)6545
4NaN----+NaNNaNNaNNaNNaN-NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN-NaNNaNNaNNaNNaNNaNNaNNaN-+-NaNNaNNaN-NaNNaNNaNNaNNaNNaN-NaNNaN--UFT.2014(L)6554
5NaN-+--+++---+--+w++++++-++-----+--++++NaNNaN-+-++-+-++++++++-+UFT.2014(L)6555
6NaN---------+---+-++++---w----+-------+NaNNaN---++-------+-NaNNaN--UFT.2014(L)6556
7NaN++w-+NaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN-+-NaNNaNNaN+NaNNaNNaNNaNNaNNaN+NaNNaN-+UFT.2014(L)6564
8NaN++--+NaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaN-+-NaNNaNNaN+NaNNaNNaNNaNNaNNaN+NaNNaN-+UFT.2014(L)6566
9NaN----------+---------+++-------+--+-+NaNNaN---++-----+++-+---UFT.2014(L)6567

Last rows

110111213141516171819220212223242526272833132333435373839440414243444546484955051525366465666768697787989df_index
591NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8570
592NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8571
593NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8572
594NaN-+w--+--+w-+++++-++d+NaN-cNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN+NaNNaN--UFT.2015(L)8573
595NaN-----+----+-+---------NaNNaNNaNNaNNaNNaNNaNNaN-NaNNaNNaNNaNNaNNaNNaNNaNNaN-NaNNaNNaNNaN-NaNNaNNaNNaNNaNNaN-NaNNaN--UFT.2015(L)8574
596NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8576
597NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8577
598NaN-----+----+-+---------NaNNaNNaNNaNNaNNaNNaNNaN-NaNNaNNaNNaNNaNNaNNaNNaNNaN-NaNNaNNaNNaN-NaNNaNNaNNaNNaNNaN-NaNNaN--UFT.2015(L)8578
599NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8579
600NaN+w-+-c-c++-++w-c+++-+w+w-+-+++NaN+NaNNaNNaNNaNNaNNaNNaNNaN+wNaNNaNNaNNaNNaNNaNNaNNaNNaN+NaNNaNNaNNaN+NaNNaNNaNNaNNaNNaN-+NaNNaN-+wUFT.2015(L)8580